检测印度杂交奶牛中与祖先品种在产奶量上存在差异的基因组区域。

Detection of genomic regions that differentiate from ancestral breeds for milk yield in Indian crossbred cows.

作者信息

Al Kalaldeh Mohammad, Swaminathan Marimuthu, Podtar Vinod, Jadhav Santoshkumar, Dhanikachalam Velu, Joshi Akshay, Gibson John P

机构信息

Centre for Genetic Analysis and Applications, School of Environmental and Rural Science, University of New England, Armidale, NSW, Australia.

BAIF Development Research Foundation and Central Research Station, Pune, Maharashtra, India.

出版信息

Front Genet. 2023 Jan 9;13:1082802. doi: 10.3389/fgene.2022.1082802. eCollection 2022.

Abstract

In India, crossbred cows incorporate the high production of dairy breeds and the environmental adaptation of local cattle. Adaptation to different environments and selection in milk production have shaped the genetic differences between and cattle. The aim of this paper was to detect, for milk yield of crossbred cows, quantitative trait loci (QTL) that differentiate from ancestry, as well as QTL that are segregating within the ancestral breeds. A total of 123,042 test-day milk records for 4,968 crossbred cows, genotyped with real and imputed 770 K SNP, were used. Breed origins were assigned to haplotypes of crossbred cows, and from that, were assigned to SNP alleles. At a false discovery rate (FDR) of 30%, a large number of genomic regions showed significant effects of versus origin on milk yield, with positive effects coming from both ancestors. No significant regions were detected for Holstein Friesian (HF) versus Jersey effects on milk yield. Additionally, no regions for SNP alleles segregating within indigenous, within HF, and within Jersey were detected. The most significant effects, at FDR 5%, were found in a region on BTA5 (43.98-49.44 Mbp) that differentiates from , with an estimated difference between homozygotes of approximately 10% of average yield, in favour of origin. Our results indicate that evolutionary differences between and cattle for milk yield, as expressed in crossbred cows, occur at many causative loci across the genome. Although subject to the usual first estimation bias, some of the loci appear to have large effects that might make them useful for genomic selection in crossbreds, if confirmed in subsequent studies.

摘要

在印度,杂交奶牛兼具乳用品种的高产特性和本地牛对环境的适应性。对不同环境的适应以及在产奶方面的选育塑造了杂交奶牛与本地牛之间的遗传差异。本文旨在检测杂交奶牛产奶量的数量性状位点(QTL),这些位点能区分杂交奶牛的欧洲血统和印度血统,同时也检测在这两个祖先品种内部存在分离的QTL。研究使用了4968头杂交奶牛的123,042条测定日产奶记录,这些奶牛通过真实的和推算的770K单核苷酸多态性(SNP)进行了基因分型。根据杂交奶牛的单倍型确定其品种起源,进而确定SNP等位基因的起源。在错误发现率(FDR)为30%时,大量基因组区域显示欧洲血统和印度血统对产奶量有显著影响,两个祖先血统均有正向影响。未检测到荷斯坦弗里生牛(HF)和泽西牛血统对产奶量有显著差异的区域。此外,未检测到在本地牛、HF牛和泽西牛内部存在分离的SNP等位基因区域。在FDR为5%时,最显著的效应出现在BTA5染色体上的一个区域(43.98 - 49.44兆碱基对),该区域能区分欧洲血统和印度血统,纯合子之间的估计差异约为平均产奶量的10%,有利于欧洲血统。我们的结果表明,杂交奶牛中所体现的欧洲牛和印度牛在产奶量上的进化差异发生在基因组中的许多致因位点上。尽管存在常见的首次估计偏差,但如果在后续研究中得到证实,其中一些位点似乎具有较大效应,可能对杂交奶牛的基因组选择有用。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b9e5/9868639/be7da93f5936/fgene-13-1082802-g001.jpg

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